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Add more UNet-based medical segmentation benchmark #324

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merged 2 commits into from
Jan 11, 2021

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Add UNet as backbone and FCN PSPNet DeepLabV3 as decode_head benchmark on 4 retinal vessel segmentation datasets

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codecov bot commented Jan 1, 2021

Codecov Report

Merging #324 (54ab9e1) into master (2c92136) will decrease coverage by 0.40%.
The diff coverage is n/a.

Impacted file tree graph

@@            Coverage Diff             @@
##           master     #324      +/-   ##
==========================================
- Coverage   86.47%   86.07%   -0.41%     
==========================================
  Files          95       95              
  Lines        4761     4789      +28     
  Branches      765      778      +13     
==========================================
+ Hits         4117     4122       +5     
- Misses        499      519      +20     
- Partials      145      148       +3     
Flag Coverage Δ
unittests 86.07% <ø> (-0.41%) ⬇️

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Impacted Files Coverage Δ
mmseg/core/evaluation/metrics.py 77.77% <0.00%> (-16.34%) ⬇️
mmseg/apis/test.py 22.68% <0.00%> (-1.13%) ⬇️
mmseg/datasets/cityscapes.py 21.34% <0.00%> (-0.50%) ⬇️
mmseg/datasets/pipelines/transforms.py 97.12% <0.00%> (+<0.01%) ⬆️
mmseg/datasets/custom.py 88.60% <0.00%> (+1.18%) ⬆️

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@xvjiarui xvjiarui merged commit 49515e7 into open-mmlab:master Jan 11, 2021
bowenroom pushed a commit to bowenroom/mmsegmentation that referenced this pull request Feb 25, 2022
* Add UNet as backbone and FCN PSPNet DeepLabV3 as decode_head benchmark on 4 retinal vessel segmentation datasets

* adjust README of UNet
aravind-h-v pushed a commit to aravind-h-v/mmsegmentation that referenced this pull request Mar 27, 2023
Cancel pending jobs for PRs on new commits
wjkim81 pushed a commit to wjkim81/mmsegmentation that referenced this pull request Dec 3, 2023
* add useful tools

* update readmes for tutorials

* add useful_tools.md
sibozhang pushed a commit to sibozhang/mmsegmentation that referenced this pull request Mar 22, 2024
* [Feature] Add GradCAM utils for Recognizer.

* [Fix] abstract forward gradcam bug.

* 1. update codes based on reviewer suggestions.
2. add reisze params in demo_gradcam.py.
3. smaller demo_gradcam.gif.
4. add unittest for `GradCAM` & `forward_gradcam`.
5. add more docs.

* smaller input data shapes for unittest

* modify codes based on reviewer's suggestions.

* update codes after reviewers' suggestions.

* update codes after reviewer's suggestions.

* remove `gradcam` in BaseRecognition forward.

Co-authored-by: Jintao Lin <528557675@qq.com>
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